Li Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Nearest Neighbor

Multivariate Time Series

Surprising Patterns

Top Venues

Comput. Stat. Data Anal.

Publications

Wenjie Xi, Arnav Jain, Li Zhang, Jessica Lin
Efficient and Accurate Similarity-Aware Graph Neural Network for Semi-supervised Time Series Classification. PAKDD (6) (2024)
Li Zhang, Jiahao Ding, Yifeng Gao, Jessica Lin
PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series. SDM (2023)
Li Zhang, Nital Patel, Xiuqi Li, Jessica Lin
Joint Time Series Chain: Detecting Unusual Evolving Trend across Time Series. SDM (2022)
Li Zhang, Yan Zhu, Yifeng Gao, Jessica Lin
Robust Time Series Chain Discovery with Incremental Nearest Neighbors. CoRR (2022)
Li Zhang, Yifeng Gao, Jessica Lin
Semantic Discord: Finding Unusual Local Patterns for Time Series. CoRR (2020)
Li Zhang, Yifeng Gao, Jessica Lin
Semantic Discord: Finding Unusual Local Patterns for Time Series. SDM (2020)
Sujit K. Ghosh, Christopher B. Burns, Daniel L. Prager, Li Zhang, Glenn Hui
On nonparametric estimation of the latent distribution for ordinal data. Comput. Stat. Data Anal. 119 (2018)
Li Zhang, Huzefa Rangwala
Early Identification of At-Risk Students Using Iterative Logistic Regression. AIED (1) (2018)